Top Machine Learning Startups in 2026

We offer services in Strategy & Consulting, Data Engineering, Cloud Engineering & Artificial Intelligence. We work on data shaping and transformation, migrating or setting up an estate on the cloud, devising the most powerful models and visualizations so that the organization can adopt AI, analytics, and predictive capabilities throughout.

RealityEngines.AI Becomes Abacus.AI RealityEngines.AI is an AI research company that is focused on hard problems that enterprises have. Our research will be packaged into easy-to-use pay-as-you-go cloud service(s) that will be accessible to all enterprises. Abacus.AI does research and offers cloud AI services to help companies of all sizes easily and effortlessly embed cutting-edge deep learning models into their business processes or customer experiences. Customers pick a use-case and point to their data. Our AI engine then creates a state-of-the-art deep learning system using the customer’s dataset, that can be used to generate predictions. Behind the scenes, our AI engine packages our research on generative models and neural architecture search to deal with noisy or incomplete data, then finds the best neural network that models the customer’s specific dataset and use-case. In addition, the engine handles setting up data pipelines, scheduled retraining of models from new data, provisioning high availability online model serving from raw data using a feature store service, and providing explanations for the model’s predictions. Our vision is to truly democratize AI by making state-of-the-art AI techniques available to organizations of all sizes. In order to achieve this, we need to make systems that can automatically create robust AI models. We also need techniques that work in cases where there is noisy, incomplete or little training data. We are actively pursuing a number of research areas and will continue to package our inventions into our cloud AI service to make this vision a reality.

Impel (formerly SpinCar) offers automotive dealers, wholesalers, OEMs and third-party marketplaces the industry’s most advanced digital engagement platform. The company’s suite of products build trust between buyers and sellers by bringing the physical showroom experience to car shoppers wherever and whenever they want. Impel's proprietary shopper behavioral data and digital technology applications enable vehicle sellers to deliver hyper-personalized interactions across the entire car buying journey. To date, the company has delivered more than 1.6 billion shopper interactions across more than 40 countries. To learn more about Impel, visit impel.io.

The only conversational AI platform for Self Storage. When others close their doors at 6PM, you’re still open. 24/7 in fact. You’d be surprised at how many people are looking to rent storage units at 2AM. The goal of automation should be to make the lives of people easier—whether those people are your customers or your facility manager. Automation eliminates repetitive and tedious tasks—freeing up people to spend their time on more worthwhile activities.

Oncoustics is a unique and innovative player in the medical AI space today. Oncoustics is creating and deploying advanced AI solutions for low cost, non-invasive surveillance, diagnostics, and treatment monitoring of diseases with high unmet clinical need. We apply AI to raw ultrasound signals from readily available handheld ultrasound devices to rapidly differentiate healthy versus diseased tissues. Initially we are targeting liver disease, a $30B global diagnostic market. This year we’re filing our FDA 510(k) for Onc 001 that detects liver fibrosis. Several follow-on liver products are in development. We also have clinical data on other organ indications including prostate, kidney, breast and thyroid diseases and cancers.

Luminovo manages the complexity of monitoring, quoting and procuring PCBAs for you. Take care of your BOM, PCB and manufacturing without headaches. All in one place. Take control of costs, availability, and compliance. Streamline your path from design to source to production. Proactively monitor supply chain risks and seamlessly collaborate with your team, customers, and suppliers to quote and procure every element of your electronic product: parts, PCBs and the final assembly.

AI-powered marketplace for diamond engagement rings moving over $100m in annual sales. Called the "Secret to Buying the Perfect Diamond" by the New York Times: nytimes.com/2018/12/07/your-money/diamond-comparison-shopping.html

We are building a world where no patient has to die of cancer. Our FDA-cleared flagship product, Unfold AI, reveals the invisible cancer that doctors miss, enabling oncologists and surgeons to achieve better treatment outcomes while preserving patients’ quality of life. Unfold AI is a multi-modal AI platform that combines a patient’s diagnostic data together (from EHR, PACS, and other healthcare systems) to create an interactive 3D map of the patient’s cancer, enabling more precise and personalized treatment. Unfold AI improves the ability of expert oncologists and surgeons in finding and eliminating cancer, demonstrated in multiple clinical trials.

Our product, VoxelBox uses state of the art technologies covering AI, and help clinicians understand macroscopic brain function and deliver effective treatment outcomes.VoxelBox is being developed to aid in clinical decision making by providing pre-surgical planning for neuro-oncology disorders and early diagnosis of neurological disorders like Alzeihmers. VoxelBox processes resting state functional MRI and structural MRI with a single click and reduces radiologists’ efforts.

SEO software that delivers actions and insights, not just data. What can your competitors teach you about SEO? Quite a lot, as it turns out. Using machine learning to study how your website compares to top ranking pages, CanIRank can help you answer questions like: - what's the one thing I should change to make the biggest impact on my rankings? - which keywords could I rank for without even trying? - which words should I include to make my page more relevant? - where can I get some decent links? Other SEO tools provide great data. CanIRank adds a layer of intelligence on top to deliver actionable insights, opportunities, and personalized recommendations. For every recommendation, get detailed instructions on how to complete it yourself, or delegate to a Specialist with a single click. Finally, SEO software to help you spend less time collecting and analyzing data, and more time actually getting things done.